کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
417173 681464 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Improving updating rules in multiplicative algorithms for computing D-optimal designs
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Improving updating rules in multiplicative algorithms for computing D-optimal designs
چکیده انگلیسی

A class of multiplicative algorithms for computing DD-optimal designs for regression models on a finite design space is discussed and a monotonicity result for a sequence of determinants obtained by the iterations is proved. As a consequence the convergence of the sequence of designs to the DD-optimal design is established. The class of algorithms is indexed by a real parameter and contains two algorithms considered previously as special cases. Numerical results are provided to demonstrate the efficiency of the proposed methods. Finally, several extensions to other optimality criteria are discussed.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computational Statistics & Data Analysis - Volume 53, Issue 2, 15 December 2008, Pages 312–320
نویسندگان
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